Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing

Author:

He Liyang1ORCID,Huang Zhenya1ORCID,Liu Jiayu2ORCID,Chen Enhong3ORCID,Wang Fei1ORCID,Sha Jing4ORCID,Wang Shijin5ORCID

Affiliation:

1. School of Computer Science and Technology, University of Science and Technology of China & State Key Laboratory of Cognitive Intelligence, Hefei, China

2. School of Data Science, University of Science and Technology of China & State Key Laboratory of Cognitive Intelligence, Hefei, China

3. Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China & State Key Laboratory of Cognitive Intelligence, Hefei, China

4. iFLYTEK AI Research & State Key Laboratory of Cognitive Intelligence, Hefei, China

5. iFLYTEK AI Research (Central China) & State Key Laboratory of Cognitive Intelligence, Hefei, China

Funder

University Synergy Innovation Program of Anhui Province

National Natural Science Foundation of China

National Key Research and Development Program of China

Publisher

ACM

Reference66 articles.

1. HashNet: Deep Learning to Hash by Continuation

2. Similarity Preserving Deep Asymmetric Quantization for Image Retrieval

3. Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey E. Hinton. 2020. A Simple Framework for Contrastive Learning of Visual Representations. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13--18 July 2020, Virtual Event (Proceedings of Machine Learning Research, Vol. 119). PMLR, 1597--1607.

4. A Two-Step Cross-Modal Hashing by Exploiting Label Correlations and Preserving Similarity in Both Steps

5. Multi-user reinforcement learning based task migration in mobile edge computing

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